Joint discriminative and collaborative representation for fatty liver disease diagnosis

作者：

Highlights：

• A Fatty Liver disease diagnosis method is proposed by using tongue and facial images.

• A multi-modal method is proposed to jointly represent multiple features.

• We present an efficient algorithm, obtaining a closed-form solution.

• The proposed multi-modal fusion approach achieves a remarkable performance.

摘要

•A Fatty Liver disease diagnosis method is proposed by using tongue and facial images.•A multi-modal method is proposed to jointly represent multiple features.•We present an efficient algorithm, obtaining a closed-form solution.•The proposed multi-modal fusion approach achieves a remarkable performance.

论文关键词：Fatty liver,Multi-modal (task),Tongue image,Facial image,Collaborative representation,Discriminative representation

论文评审过程：Received 20 April 2017, Revised 26 June 2017, Accepted 15 July 2017, Available online 17 July 2017, Version of Record 21 July 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.07.023